Work Experience

Operating experience across enterprise automation, finance intelligence, logistics, and supply chain systems

Each role below is written to show the actual operating context: what the business needed, what was built, how complex the system was, and what outcomes it created.

Systems built

Python automations for payroll and reconciliation controls

AI agents for exception routing and compliance explanations

Power BI leadership dashboards for global reporting teams

Validation pipelines with governance and traceability

Complexity and ownership

Scaled from finance workflow automation into globally governed AI systems with enterprise-grade reporting, auditability, and KPI visibility.

Outcomes

70% reduction in payroll review effort

Faster global reporting cycles

Improved finance control traceability

Stack

Python

LiteLLM

Claude

Power BI

SQL

Alteryx

Systems built

End-to-end reconciliation engines spanning Paytm, Razorpay, and PayU

Unified operational dashboards mapping multi-channel returns (Delhivery, Amazon, Meesho)

High-volume data pipelines using Alteryx and Make.com for instant CXO reporting

Complexity and ownership

Mastered complex un-structured data mapping. Transitioned from viewing data in spreadsheets to orchestrating end-to-end programmatic workflows.

Outcomes

20 to 30 hours saved weekly on manual finance reconciliation

40% reduction in monthly closing turnaround time

Eliminated fragmented operational blind spots

Stack

Python

Power BI

Alteryx

Make.com

APIs

Systems built

Pricing forecasting engines driven by DAT and Truckstop data

Interactive delivery, deadhead, and margin analysis models

Carrier intelligence integrations directly into Salesforce TMS

Complexity and ownership

Developed deep domain logic for predictive modeling and automated TMS routing, moving beyond static reporting to dynamic operation scaling.

Outcomes

10% reduction in average spot market pricing

15% reduction in deadhead miles

Increased overall equipment utilization

Stack

Tableau

Salesforce

Logistics Analytics

Excel

Systems built

Lead-time mapping and transit optimization models

Cold-storage and perishable inventory utilization systems

Freight rate benchmarking and 3PL contracting frameworks

Complexity and ownership

Learned the foundational mechanics of global business flows, regulatory compliance, and cross-border data structures.

Outcomes

15% reduction in shipment delays

18% reduction in perishable spoilage losses

10% savings in logistics procurement

Stack

Supply Chain Analytics

Inventory Modeling

Freight Intelligence

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